Fix some facet indexing bugs

milli/src/search/facet/mod.rs

@@ -139,7 +139,7 @@ mod test {
             let max_group_size = std::cmp::max(group_size * 2, max_group_size as usize);
             let mut options = heed::EnvOpenOptions::new();
             let options = options.map_size(4096 * 4 * 100);
-            let tempdir = tempfile::TempDir::new_in("databases/").unwrap();
+            let tempdir = tempfile::TempDir::new().unwrap();
             let env = options.open(tempdir.path()).unwrap();
             let content = env.create_database(None).unwrap();
 

milli/src/snapshot_tests.rs

@@ -242,6 +242,15 @@ pub fn snap_facet_id_string_docids(index: &Index) -> String {
     });
     snap
 }
+pub fn snap_field_id_docid_facet_strings(index: &Index) -> String {
+    let snap = make_db_snap_from_iter!(index, field_id_docid_facet_strings, |(
+        (field_id, doc_id, string),
+        other_string,
+    )| {
+        &format!("{field_id:<3} {doc_id:<4} {string:<12} {other_string}")
+    });
+    snap
+}
 pub fn snap_documents_ids(index: &Index) -> String {
     let rtxn = index.read_txn().unwrap();
     let documents_ids = index.documents_ids(&rtxn).unwrap();
@@ -423,6 +432,9 @@ macro_rules! full_snap_of_db {
     ($index:ident, facet_id_string_docids) => {{
         $crate::snapshot_tests::snap_facet_id_string_docids(&$index)
     }};
+    ($index:ident, field_id_docid_facet_strings) => {{
+        $crate::snapshot_tests::snap_field_id_docid_facet_strings(&$index)
+    }};
     ($index:ident, documents_ids) => {{
         $crate::snapshot_tests::snap_documents_ids(&$index)
     }};

milli/src/update/facet/incremental.rs

@@ -1,8 +1,9 @@
+use crate::facet::FacetType;
 use crate::heed_codec::facet::new::{
     FacetGroupValue, FacetGroupValueCodec, FacetKey, FacetKeyCodec, MyByteSlice,
 };
 use crate::search::facet::get_highest_level;
-use crate::Result;
+use crate::{Index, Result};
 use heed::Error;
 use heed::{types::ByteSlice, BytesDecode, RoTxn, RwTxn};
 use roaring::RoaringBitmap;
@@ -287,7 +288,7 @@ impl FacetsUpdateIncremental {
             .prefix_iter::<_, ByteSlice, ByteSlice>(&txn, &highest_level_prefix)?
             .count();
 
-        if size_highest_level < self.min_level_size {
+        if size_highest_level < self.group_size * self.min_level_size {
             return Ok(());
         }
 

milli/src/update/index_documents/extract/extract_facet_string_docids.rs

@@ -38,12 +38,13 @@ pub fn extract_facet_string_docids<R: io::Read + io::Seek>(
 
         let (document_id_bytes, normalized_value_bytes) =
             try_split_array_at::<_, 4>(bytes).unwrap();
+        let document_id = u32::from_be_bytes(document_id_bytes);
 
         let normalised_value = std::str::from_utf8(normalized_value_bytes)?;
         let key = FacetKey { field_id, level: 0, left_bound: normalised_value };
         let key_bytes = FacetKeyCodec::<StrRefCodec>::bytes_encode(&key).unwrap();
 
-        facet_string_docids_sorter.insert(&key_bytes, &document_id_bytes)?;
+        facet_string_docids_sorter.insert(&key_bytes, &document_id.to_ne_bytes())?;
     }
 
     sorter_into_reader(facet_string_docids_sorter, indexer)

milli/src/update/index_documents/mod.rs

@@ -592,7 +592,7 @@ mod tests {
     use crate::index::tests::TempIndex;
     use crate::search::TermsMatchingStrategy;
     use crate::update::DeleteDocuments;
-    use crate::BEU16;
+    use crate::{db_snap, BEU16};
 
     #[test]
     fn simple_document_replacement() {
@@ -1379,6 +1379,25 @@ mod tests {
             })
             .unwrap();
 
+        db_snap!(index, facet_id_string_docids, @r###"
+        3   0  first        1  [1, ]
+        3   0  second       1  [2, ]
+        3   0  third        1  [3, ]
+        3   0  zeroth       1  [0, ]
+        "###);
+        db_snap!(index, field_id_docid_facet_strings, @r###"
+        3   0    zeroth       zeroth
+        3   1    first        first
+        3   2    second       second
+        3   3    third        third
+        "###);
+        db_snap!(index, string_faceted_documents_ids, @r###"
+        0   []
+        1   []
+        2   []
+        3   [0, 1, 2, 3, ]
+        "###);
+
         let rtxn = index.read_txn().unwrap();
 
         let hidden = index.faceted_fields(&rtxn).unwrap();
@@ -1399,6 +1418,15 @@ mod tests {
             })
             .unwrap();
 
+        db_snap!(index, facet_id_string_docids, @"");
+        db_snap!(index, field_id_docid_facet_strings, @"");
+        db_snap!(index, string_faceted_documents_ids, @r###"
+        0   []
+        1   []
+        2   []
+        3   [0, 1, 2, 3, ]
+        "###);
+
         let rtxn = index.read_txn().unwrap();
 
         let facets = index.faceted_fields(&rtxn).unwrap();
@@ -1412,6 +1440,25 @@ mod tests {
             })
             .unwrap();
 
+        db_snap!(index, facet_id_string_docids, @r###"
+        3   0  first        1  [1, ]
+        3   0  second       1  [2, ]
+        3   0  third        1  [3, ]
+        3   0  zeroth       1  [0, ]
+        "###);
+        db_snap!(index, field_id_docid_facet_strings, @r###"
+        3   0    zeroth       zeroth
+        3   1    first        first
+        3   2    second       second
+        3   3    third        third
+        "###);
+        db_snap!(index, string_faceted_documents_ids, @r###"
+        0   []
+        1   []
+        2   []
+        3   [0, 1, 2, 3, ]
+        "###);
+
         let rtxn = index.read_txn().unwrap();
 
         let facets = index.faceted_fields(&rtxn).unwrap();

milli/src/update/index_documents/typed_chunk.rs

@@ -1,4 +1,5 @@
 use std::borrow::Cow;
+use std::collections::HashMap;
 use std::convert::TryInto;
 use std::fs::File;
 use std::io;
@@ -17,8 +18,8 @@ use crate::heed_codec::facet::new::{FacetKeyCodec, MyByteSlice};
 use crate::update::index_documents::helpers::as_cloneable_grenad;
 use crate::update::FacetsUpdateIncremental;
 use crate::{
-    lat_lng_to_xyz, BoRoaringBitmapCodec, CboRoaringBitmapCodec, DocumentId, GeoPoint, Index,
-    Result,
+    lat_lng_to_xyz, BoRoaringBitmapCodec, CboRoaringBitmapCodec, DocumentId, FieldId, GeoPoint,
+    Index, Result,
 };
 
 pub(crate) enum TypedChunk {
@@ -138,14 +139,41 @@ pub(crate) fn write_typed_chunk_into_index(
             is_merged_database = true;
         }
         TypedChunk::FieldIdFacetNumberDocids(facet_id_f64_docids_iter) => {
-            append_entries_into_database(
-                facet_id_f64_docids_iter,
-                &index.facet_id_f64_docids,
-                wtxn,
-                index_is_empty,
-                |value, _buffer| Ok(value),
-                merge_cbo_roaring_bitmaps,
-            )?;
+            // merge cbo roaring bitmaps is not the correct merger because the data in the DB
+            // is FacetGroupValue and not RoaringBitmap
+            // so I need to create my own merging function
+
+            // facet_id_string_docids is encoded as:
+            // key: FacetKeyCodec<StrRefCodec>
+            // value: CboRoaringBitmapCodec
+            // basically
+
+            // TODO: a condition saying "if I have more than 1/50th of the DB to add,
+            // then I do it in bulk, otherwise I do it incrementally". But instead of 1/50,
+            // it is a ratio I determine empirically
+
+            // for now I only do it incrementally, to see if things work
+            let indexer = FacetsUpdateIncremental::new(
+                index.facet_id_f64_docids.remap_key_type::<FacetKeyCodec<MyByteSlice>>(),
+            );
+
+            let mut new_faceted_docids = HashMap::<FieldId, RoaringBitmap>::default();
+
+            let mut cursor = facet_id_f64_docids_iter.into_cursor()?;
+            while let Some((key, value)) = cursor.move_on_next()? {
+                let key =
+                    FacetKeyCodec::<MyByteSlice>::bytes_decode(key).ok_or(heed::Error::Encoding)?;
+                let docids =
+                    CboRoaringBitmapCodec::bytes_decode(value).ok_or(heed::Error::Encoding)?;
+                indexer.insert(wtxn, key.field_id, key.left_bound, &docids)?;
+                *new_faceted_docids.entry(key.field_id).or_default() |= docids;
+            }
+            for (field_id, new_docids) in new_faceted_docids {
+                let mut docids = index.number_faceted_documents_ids(wtxn, field_id)?;
+                docids |= new_docids;
+                index.put_number_faceted_documents_ids(wtxn, field_id, &docids)?;
+            }
+
             is_merged_database = true;
         }
         TypedChunk::FieldIdFacetStringDocids(facet_id_string_docids) => {
@@ -163,16 +191,24 @@ pub(crate) fn write_typed_chunk_into_index(
             // it is a ratio I determine empirically
 
             // for now I only do it incrementally, to see if things work
-            let builder = FacetsUpdateIncremental::new(
+            let indexer = FacetsUpdateIncremental::new(
                 index.facet_id_string_docids.remap_key_type::<FacetKeyCodec<MyByteSlice>>(),
             );
+            let mut new_faceted_docids = HashMap::<FieldId, RoaringBitmap>::default();
+
             let mut cursor = facet_id_string_docids.into_cursor()?;
             while let Some((key, value)) = cursor.move_on_next()? {
                 let key =
                     FacetKeyCodec::<MyByteSlice>::bytes_decode(key).ok_or(heed::Error::Encoding)?;
-                let value =
+                let docids =
                     CboRoaringBitmapCodec::bytes_decode(value).ok_or(heed::Error::Encoding)?;
-                builder.insert(wtxn, key.field_id, key.left_bound, &value)?;
+                indexer.insert(wtxn, key.field_id, key.left_bound, &docids)?;
+                *new_faceted_docids.entry(key.field_id).or_default() |= docids;
+            }
+            for (field_id, new_docids) in new_faceted_docids {
+                let mut docids = index.string_faceted_documents_ids(wtxn, field_id)?;
+                docids |= new_docids;
+                index.put_string_faceted_documents_ids(wtxn, field_id, &docids)?;
             }
             is_merged_database = true;
         }